diff --git a/csvkit/utilities/csvstat.py b/csvkit/utilities/csvstat.py
index 2a6342c0b..a21ac64a9 100644
--- a/csvkit/utilities/csvstat.py
+++ b/csvkit/utilities/csvstat.py
@@ -213,13 +213,7 @@ def main(self):
     def is_finite_decimal(self, value):
         return isinstance(value, Decimal) and value.is_finite()
 
-    def print_one(self, table, column_id, operation, label=True, **kwargs):
-        """
-        Print data for a single statistic.
-        """
-        column_name = table.column_names[column_id]
-
-        op_name = operation
+    def _calculate_stat(self, table, column_id, op_name, op_data, **kwargs):
         getter = globals().get(f'get_{op_name}')
 
         with warnings.catch_warnings():
@@ -227,15 +221,25 @@ def print_one(self, table, column_id, operation, label=True, **kwargs):
 
             try:
                 if getter:
-                    stat = getter(table, column_id, **kwargs)
-                else:
-                    op = OPERATIONS[op_name]['aggregation']
-                    stat = table.aggregate(op(column_id))
+                    return getter(table, column_id, **kwargs)
 
-                    if self.is_finite_decimal(stat):
-                        stat = format_decimal(stat, self.args.decimal_format, self.args.no_grouping_separator)
+                op = op_data['aggregation']
+                v = table.aggregate(op(column_id))
+
+                if self.is_finite_decimal(v) and not self.args.json_output:
+                    return format_decimal(v, self.args.decimal_format, self.args.no_grouping_separator)
+
+                return v
             except Exception:
-                stat = None
+                pass
+
+    def print_one(self, table, column_id, op_name, label=True, **kwargs):
+        """
+        Print data for a single statistic.
+        """
+        column_name = table.column_names[column_id]
+
+        stat = self._calculate_stat(table, column_id, op_name, OPERATIONS[op_name], **kwargs)
 
         # Formatting
         if op_name == 'freq':
@@ -251,29 +255,10 @@ def calculate_stats(self, table, column_id, **kwargs):
         """
         Calculate stats for all valid operations.
         """
-        stats = {}
-
-        for op_name, op_data in OPERATIONS.items():
-            getter = globals().get(f'get_{op_name}')
-
-            with warnings.catch_warnings():
-                warnings.simplefilter('ignore', agate.NullCalculationWarning)
-
-                try:
-                    if getter:
-                        stats[op_name] = getter(table, column_id, **kwargs)
-                    else:
-                        op = op_data['aggregation']
-                        v = table.aggregate(op(column_id))
-
-                        if self.is_finite_decimal(v) and not self.args.json_output:
-                            v = format_decimal(v, self.args.decimal_format, self.args.no_grouping_separator)
-
-                        stats[op_name] = v
-                except Exception:
-                    stats[op_name] = None
-
-        return stats
+        return {
+            op_name: self._calculate_stat(table, column_id, op_name, op_data, **kwargs)
+            for op_name, op_data in OPERATIONS.items()
+        }
 
     def print_stats(self, table, column_ids, stats):
         """
diff --git a/tests/test_utilities/test_csvstat.py b/tests/test_utilities/test_csvstat.py
index e27d01af6..bc01dd58f 100644
--- a/tests/test_utilities/test_csvstat.py
+++ b/tests/test_utilities/test_csvstat.py
@@ -118,7 +118,7 @@ def test_json(self):
         self.assertEqual(row[1], 'state')
         self.assertEqual(row[2], 'Text')
         self.assertNotIn('min', data[0])
-        self.assertEqual(row[-2], '2')
+        self.assertEqual(row[-2], 2.0)
 
     def test_json_columns(self):
         output = self.get_output_as_io(['--json', '-c', '4', 'examples/realdata/ks_1033_data.csv'])
@@ -135,7 +135,7 @@ def test_json_columns(self):
         self.assertEqual(row[1], 'nsn')
         self.assertEqual(row[2], 'Text')
         self.assertNotIn('min', data[0])
-        self.assertEqual(row[-2], '16')
+        self.assertEqual(row[-2], 16.0)
 
     def test_decimal_format(self):
         output = self.get_output(['-c', 'TOTAL', '--mean', 'examples/realdata/FY09_EDU_Recipients_by_State.csv'])